数据挖掘学习之路

本篇文章汇总了数据挖掘学习的相关资源，包括数据挖掘的基本概念、算法、工具等内容，适合数据挖掘开发者参考。

开源数据集

• Dataset Search: https://datasetsearch.research.google.com/
• Data in Brief: https://www.data-in-brief.com/
• data.world: https://data.world/
• Mendeley Data: https://data.mendeley.com/
• figshare: https://figshare.com/
• Zenodo: https://zenodo.org/
• UC Irvine Machine Learning Repository: https://archive.ics.uci.edu/
• Harvard Dataverse: https://dataverse.harvard.edu/
• DRYAD: https://datadryad.org/stash
• Socrata: https://dev.socrata.com/data/
• kaggle: https://www.kaggle.com/
• Microsoft Research Open Data: https://www.microsoft.com/en-us/research/tools/?
• 各领域公开数据集下载: https://zhuanlan.zhihu.com/p/69450926

SPSS

• https://www.ibm.com/spss
• SPSSAU: https://spssau.com/
• SPSSPRO: https://www.spsspro.com/

SAS

• SAS: https://www.sas.com/

SYSTAT

• SYSTAT: https://systat-sigmaplot.com/systat/

RapidMiner

• RapidMiner: https://rapidminer.com/